Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9557198 | 0.7828057 | 0.4740996 |
| bt | 0.9636640 | 0.8166401 | 0.3413074 |
| maxnet | 0.7623706 | 0.4883678 | NA |
| gam | 0.7893684 | 0.4945822 | 0.2273526 |
| glm | 0.7635570 | 0.4944992 | 0.1833397 |